CN112287269A - Data loading method and device, computing equipment and computer readable storage medium - Google Patents
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- G06F16/90—Details of database functions independent of the retrieved data types
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Abstract
A data loading method and device, a computing device and a computer readable storage medium are provided, wherein the data loading method comprises the following steps: when the triggering operation of the form control is detected, presenting a form corresponding to the form control; judging whether a physical table generated aiming at the form control and stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggers operation; when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table; loading the acquired data of the selected object into the form; the physical table stored in the first data source includes the latest data of each selected object obtained after the form control is triggered historically. According to the scheme, the data loading efficiency can be improved.
Description
Technical Field
The embodiment of the invention relates to the field of data processing, in particular to a data loading method and device, computing equipment and a computer readable storage medium.
Background
With the improvement of development cost and the improvement of technology, the development period and cost can be greatly reduced by adopting the dragging type control to build the website.
In the construction of a website by using a drag control, the following methods are generally adopted for generating the drag control and loading data: and mapping the physical table name and the column name of the control, and storing the form data filled by the user into a mapping table. If stock data or incremental data need to be loaded, the stock data needs to be imported into a physical table from a data source for storing metadata, and the controls are mapped one by one, so that the operation is complicated, and the data loading efficiency of the website is low.
Disclosure of Invention
The technical problem solved by the embodiment of the invention is that the data loading efficiency is low.
To solve the foregoing technical problem, an embodiment of the present invention provides a data loading method, including: when the triggering operation of the form control is detected, presenting a form corresponding to the form control; judging whether a physical table generated aiming at the form control and stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggers operation; when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table; loading the acquired data of the selected object into the form; the physical table stored in the first data source includes the latest data of each selected object obtained after the form control is triggered historically.
Optionally, the data loading method further includes: when the data of the selected object is not included in the physical table, acquiring data corresponding to a metadata item from a second data source according to the metadata item corresponding to the field in the form; loading the acquired data corresponding to the metadata item into the form; and the second data source stores data corresponding to the metadata item.
Optionally, the data loading method further includes: in response to a store operation, saving data of the selected object to the physical table.
Optionally, the data loading method further includes: and after the acquired data of the selected object is loaded into the form, when the fact that modification operation is executed on the data loaded into the form is detected, updating the data of the selected object in the physical table according to the data modified by the modification operation.
Optionally, the data loading method further includes: and after the form corresponding to the form control is presented, when the field in the form is detected to be modified, obtaining an updated form according to the modified field, and taking the updated form as the form corresponding to the form control.
Optionally, the data loading method further includes: generating the form control in the following way: acquiring the selected metadata item; generating a form according to the fields of the selected metadata items, wherein the form comprises the fields corresponding to the metadata items; and generating a form control corresponding to the form according to the form control generating instruction.
An embodiment of the present invention further provides a data loading apparatus, including: the presentation unit is suitable for presenting a form corresponding to the form control when the trigger operation of the form control is detected; the judging unit is suitable for judging whether data of a selected object is included in a physical table generated aiming at the form control and stored in a first data source, wherein the selected object is input before or after the form control is triggered, and the physical table stored in the first data source comprises the latest data of each selected object obtained after the form control is triggered historically; an obtaining unit adapted to obtain data of the selected object from the physical table when the data of the selected object is included in the physical table; and the loading unit loads the acquired data of the selected object into the form.
The embodiment of the present invention further provides a computing device, which includes a memory and a processor, where the memory stores a computer program that can be executed on the processor, and the processor executes any of the above steps of the data loading method when executing the computer program.
An embodiment of the present invention further provides a computer-readable storage medium, which is a non-volatile storage medium or a non-transitory storage medium, and on which a computer program is stored, where the computer program is executed by a processor to perform any of the steps of the data loading method.
Compared with the prior art, the technical scheme of the embodiment of the invention has the following beneficial effects:
the method comprises the steps of judging whether a physical table generated aiming at a form control and stored in a first data source comprises data of a selected object or not after the form control is triggered, obtaining the data from the physical table when the data of the selected object is stored in the first data source, and loading the obtained data into a form corresponding to the form control.
Drawings
FIG. 1 is a flow chart of a data loading method in an embodiment of the present invention;
FIG. 2 is a diagram of a form presented after a form control is triggered in an embodiment of the present invention;
FIG. 3 is a diagram illustrating a form after being loaded with data according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of a page of a form control design in an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a data loading apparatus in an embodiment of the present invention.
Detailed Description
As described above, in the current website building of the drag control, the following methods are generally adopted to generate the drag control and load data: and mapping the physical table name and the column name of the control, and storing the form data filled by the user into a mapping table. If stock data or incremental data need to be loaded, the stock data needs to be imported into a physical table from a data source for storing metadata, and the controls are mapped one by one, so that the operation is complicated, and the data loading efficiency of the website is low.
In order to solve the above problem, in the embodiment of the present invention, after the form control is triggered, it is determined whether the physical table generated for the form control and stored in the first data source includes data of the selected object, when the data of the selected object is stored in the first data source, acquiring the data from the physical table, loading the acquired data into a form corresponding to the form control, because the physical table stored in the first data source includes the latest data of each selected object obtained after the form control is triggered historically, compared with the prior art, each time, the data corresponding to the required metadata item is acquired from the data source for storing the metadata, the data corresponding to the acquired metadata item is imported into the physical table, for the way of carrying out data loading by mapping controls one by one, the data loading way provided by the embodiment of the invention can improve the page data loading efficiency in the website.
In order to make the aforementioned objects, features and advantages of the embodiments of the present invention more comprehensible, specific embodiments accompanied with figures are described in detail below.
Referring to fig. 1, a flowchart of a data loading method in the embodiment of the present invention is shown, which specifically includes the following steps:
and step 11, when the triggering operation of the form control is detected, presenting the form corresponding to the form control.
In a specific implementation, the form control may be used to control the presentation of the corresponding form, and when the form control is triggered, the form corresponding to the form control may be presented.
The form is mainly used for data collection function in the web page to present corresponding data to the user. Forms typically include three basic components: form labels, form fields, and form buttons. The form tag includes a Uniform Resource Locator (URL) of a Common Gateway Interface (CGI) program for processing form data and a method for submitting data to a server. The form field contains text boxes, multi-line text boxes, check boxes, radio boxes, drop-down selection boxes, and the like. The form button includes a submit button or the like for transferring data to the CGI script on the server or canceling input, and may also be used to control other processing jobs that define the processing script.
For example, referring to FIG. 2, a diagram of a form rendered after a form control is triggered is presented. On the page 20, a form control 21 named "basic information" may be provided. When the user clicks the form control "basic information", the form 22 corresponding to the basic information may be presented, and the fields in the form may include: name, sex, height, age. It will be appreciated that the name "basic information" of the form controls may be configured as desired.
In specific implementation, other types of form controls may also exist, and fields in forms corresponding to different form controls may be preconfigured according to requirements. For example, the form corresponding to the form control named "case information" may include a patient name, a disease name, diagnosis information, treatment information, and the like.
In a specific implementation, a form corresponding to the form control may include a plurality of fields, and each field corresponds to a metadata item. The fields in the form may be reconfigured as desired, and some fields may be added or deleted. And when the fields in the form are detected to be reconfigured, replacing the original form with the reconfigured form to serve as the form corresponding to the form control so as to update the form corresponding to the form control. When the form controls are triggered again, the presented forms are reconfigured forms.
And step 12, judging whether the physical table generated aiming at the form control and stored in the first data source comprises the data of the selected object.
In a specific implementation, the physical table stored in the first data source may include latest data of each selected object obtained after the form control is triggered historically, that is, the latest data of all specified objects for the form control is stored in the physical table. For example, historically, information for the selected object Liu one, Chen two, Zhang three, Li four, Wang five, Zhao six, etc. was queried for the form controls, and the data for Liu one, Chen two, Zhang three, Li four, Wang five, Zhao six, etc. was stored in the physical form of the triggered form control.
Wherein the physical table (also called user table, base table) is a table in the first data source. For example, for a relational database mysql, the physical table is a table (table), and for non-relational data such as Hbase, the physical table may be a Hbase table.
In a specific implementation, a plurality of physical tables may be stored in the first data source, and each form control has a corresponding physical table. And when each form control is triggered, acquiring data of the selected object from the physical table generated for each form control. In the embodiment of the present invention, generally, when data of a selected object is queried through a form control for the first time, the data of the selected object obtained for the form control for the first time is stored in a physical table corresponding to the form control, and the physical table is stored in a first data source.
The first data source may be a database, or may be a storage device having a storage function.
In a specific implementation, the selected object may be input before the form control is triggered, that is, the selected object may be input first and then the form control is triggered. The selected object may also be input after the form control is triggered, that is, the form control is triggered first and then the selected object is input.
The page of the website can be provided with a selected object input port, the selected object can be directly input through the input port, and the selected object can also be selected through a pull-down menu provided by the input port.
The selected object in embodiments of the present invention refers to an object that is entered before or after the form control is triggered. For example, three sheets are input before the form control is triggered, and three sheets are the selected object. For another example, lie four is input after the form control is triggered, and lie four is the selected object.
In a specific implementation, each selected object may have one-to-one corresponding identification information, data of the selected object may be queried from the physical table through the identification information of the selected object, and when the data of the selected object is queried, it is determined that the data of the selected object is included in the physical table, otherwise, it is determined that the data of the selected object is not included in the physical table.
The data of the selected object refers to data related to the selected object obtained by aiming at the form control. For example, the form control can query information such as name, gender, height, etc., and the name of the selected object, the third name, the gender, the male height 178 are the data of the selected object.
In a specific implementation, the physical table may be configured with corresponding identification information, and the identification information of the physical table is associated with the identification information of each selected object queried for the form control. Whether the data of the selected object is included in the physical table can be judged according to the identification information of the selected object, and if the identification information of the selected object is associated in the physical table, the data of the selected object is judged to be included in the physical table.
When the determination result in step 12 is yes, that is, when the physical table includes the data of the selected object, step 13 is executed.
And step 13, acquiring the data of the selected object from the physical table.
And 14, loading the acquired data of the selected object into the form.
In particular implementations, the acquired data for the selected object may be loaded into a form.
For example, the data of the selected object is loaded into the form illustrated in fig. 2, so that the form after the data is loaded can be obtained, and referring to fig. 3, a schematic diagram of the form after the data is loaded in the embodiment of the present invention is given. The form 22 includes fields and text boxes for populating data corresponding to the fields. The fields included in the form 22 are name, height and age, data corresponding to the name field, data corresponding to the gender field, data 178 corresponding to the height field, and data 52 corresponding to the age field are loaded into the text box corresponding to the name field, the gender field, and the height field, respectively.
As can be seen from the above, after the form control is triggered, it is determined whether the physical table generated for the form control and stored in the first data source includes data of the selected object, and when the data of the selected object is stored in the first data source, the data is obtained from the physical table, and the obtained data is loaded into the form corresponding to the form control.
In a specific implementation, in step 12, when the determination result is negative, that is, when the data of the selected object is not included in the physical table, step 15 is executed.
And step 15, acquiring data corresponding to the metadata item from a second data source according to the metadata item corresponding to the field in the form.
In order to ensure the loading effect of page data, in the embodiment of the present invention, data corresponding to a metadata item may be acquired from a second data source according to the metadata item corresponding to a field in a form, where the second data source stores data corresponding to the metadata item, and the second data source is different from the first data source.
And step 16, loading the acquired data corresponding to the metadata item into the form.
In a specific implementation, after data corresponding to the metadata item is acquired, the acquired data is loaded into the form.
In the embodiment of the present invention, each field in the form corresponds to a text box used for filling data corresponding to the field, and after data corresponding to each metadata item is obtained, the obtained data corresponding to each metadata item may be loaded into the text box corresponding to each field in the form.
In a specific implementation, after loading the data corresponding to the obtained metadata item into the form, in order to enable a subsequent quick query of the data of the selected object, in an embodiment of the present invention, the following step 17 may be further included.
And step 17, responding to the storage operation, and saving the data of the selected object to the physical table.
In particular implementations, a user may save data of a selected object to a physical table by triggering a store operation, which may correspond to the store operation.
Specifically, the data of the selected object may be stored in the physical table according to the fields corresponding to the data of the selected object. And storing the physical table in the first database according to a conventional table storage mode.
And aiming at the form control, when the data corresponding to the selected object is queried for the first time, acquiring the data corresponding to each field in the form from the second data source, recommending the queried data in the form and presenting the recommended data in the form. When the second data source has incremental data, if the second data source has a query requirement for the incremental data, after the incremental data is queried, the incremental data can be backed up to the first data source corresponding to the form control, and the incremental data can be gradually backed up to the first database according to the requirement along with the query of the incremental data, so that the manual migration of the incremental data is not needed.
In addition, for the form control, a plurality of data sources may be set to obtain data of the selected object, and the physical table stored in the first data source includes the latest data of each selected object obtained after the form control is triggered historically. The second data source is used for storing data corresponding to the metadata items. After the form control is triggered, whether data of the selected object exist in a physical table for the form control stored in a first data source is judged, and if the data of the selected object do not exist in the physical table, the data of the selected object are obtained from a second data source according to metadata items corresponding to fields in the form corresponding to the form control. The priority of the data source of the selected object can be set, the priority of the first data source is higher than that of the second data source, so that the method is compatible with a plurality of data sources, stock data and incremental data provided by other data sources are quickly compatible, and standardized management of the stock data and the incremental data is realized.
Particularly in the medical field, the clinical big data has the characteristics of high data increment speed and large data volume, and by adopting the data loading method provided by the embodiment of the invention, the data of the selected object aiming at the form control is firstly obtained from a first data source (such as a scientific research database) to be loaded, when the data of the selected object for the form control is not available in the first data source, the data of the selected object for the form control is obtained from the second data source (a database for storing metadata of clinical big data), all the data are not required to be loaded from the second data source, and all stock data or incremental data in the second data source are not required to be manually migrated to the first data source.
Furthermore, the data in the first data source supports modification, and the data in the second data source does not support modification generally, so that read-write separation can be realized, the page data loading efficiency is improved, and the data processing logic is clearer.
In a specific implementation, after the acquired data of the selected object is loaded into the form, when it is detected that a modification operation is performed on the data loaded in the form, the data of the selected object in the physical table may be updated according to the data modified by the modification operation.
Specifically, when the storage operation of the user is detected, the data modified by the selected object may be stored in the physical table corresponding to the form control in response to the storage operation of the user, and when the modified data of the selected object is stored, the modified data of the selected object is used to replace the original data of the selected object, that is, the modified data of the selected object is used as the latest data of the selected object, so as to update the physical table for the form control.
For example, the height field in the form presented for the selected object is modified, 176 is modified to 180. For another example, the name field in the form is modified, and Zhang three is modified into Liqu. And replacing the data 176 corresponding to the original height field with the data 180 corresponding to the modified height field of the selected object, and replacing the data three corresponding to the original name field with the data LieIV corresponding to the name field. When the data related to the form control of the selected object is queried next time, the data presented in the height field in the form is 180, and the data presented in the name field is Lifours.
When the data of the selected object is obtained for the form control next time, the data of the selected object is obtained from the updated physical table for the form control, so that the latest data can be obtained.
When the data presented by the form is found to be wrong, the data presented by the form can be modified, and the modified data can be stored to ensure the accuracy of the data.
In a specific implementation, the form control provided in the above embodiment of the present invention may be generated as follows: and according to the selected one or more metadata items and the fields corresponding to the selected metadata items, automatically obtaining the fields in the form, and dynamically generating the form corresponding to the form control according to the obtained fields in the form. And responding to the form control generation operation, generating a form control corresponding to the current form, and associating the form control with the form. When generating form controls, the data sources of the form controls may be associated.
In specific implementation, different form controls may be associated with different data sources respectively, or may be associated with the same data source according to actual application requirements. When the form control is triggered, the data for the selected object may be queried from the associated data source.
In the embodiment of the present invention, the metadata may be configured in advance, each metadata item corresponds to one control, and the control may be a text box, a single check box, or the like. When the page design and the form control design are carried out, the corresponding dictionary can be loaded according to the selected metadata item, and when the page is displayed, the data is acquired and loaded from the second data source according to the second data source to which the metadata belongs and the corresponding field.
Therefore, based on the control corresponding to the set metadata item, when form design or form control design is performed, the control corresponding to the corresponding metadata item can be selected according to actual requirements, and according to the selected control, a corresponding form is automatically generated or a form control corresponding to the form is built through one key, so that convenience in generation of the form or the form control is improved.
For example, referring to FIG. 4, a page schematic of a form control design is presented. The required presentation information in the designed form comprises name, gender, height and age, when the form and the form control corresponding to the form are designed, metadata items corresponding to the name, gender, height and age are selected, a key is clicked to generate the form control, and the generated form control can be named as basic information for identifying the form control. It will be appreciated that other metadata items may also be included in the page, not illustrated here.
An embodiment of the present invention further provides a data loading device, and referring to fig. 5, a schematic structural diagram of the data loading device in the embodiment of the present invention is provided. The data loading device 50 may include:
the presentation unit 51 is adapted to present a form corresponding to the form control when the form control triggering operation is detected;
a determining unit 52, adapted to determine whether a physical table generated for the form control and stored in a first data source includes data of a selected object, where the selected object is input before or after the form control is triggered, and the physical table stored in the first data source includes latest data of each selected object obtained after the form control is triggered historically;
an obtaining unit 53 adapted to obtain the data of the selected object from the physical table when the data of the selected object is included in the physical table;
and the loading unit 54 loads the acquired data of the selected object into the form.
In a specific implementation, the working principle and the working process of the data loading device 50 may refer to the description of the data loading method provided in any of the above embodiments of the present invention, and are not described herein again.
The embodiment of the present invention further provides a computing device, which includes a memory and a processor, where the memory stores a computer program that can be executed on the processor, and when the processor executes the computer program, the processor executes the description in the data loading method provided in any of the above embodiments of the present invention.
An embodiment of the present invention further provides a computer-readable storage medium, which is a non-volatile storage medium or a non-transitory storage medium, and a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program performs the description in the data loading method provided in any of the above embodiments of the present invention.
Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by hardware related to instructions of a program, which may be stored in any computer readable storage medium, and the storage medium may include: ROM, RAM, magnetic or optical disks, and the like.
Although the present invention is disclosed above, the present invention is not limited thereto. Various changes and modifications may be effected therein by one skilled in the art without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (9)
1. A method for loading data, comprising:
when the triggering operation of the form control is detected, presenting a form corresponding to the form control;
judging whether a physical table generated aiming at the form control and stored in a first data source comprises data of a selected object, wherein the selected object is input before or after the form control triggers operation;
when the physical table comprises the data of the selected object, acquiring the data of the selected object from the physical table;
loading the acquired data of the selected object into the form;
the physical table stored in the first data source includes the latest data of each selected object obtained after the form control is triggered historically.
2. The data loading method of claim 1, further comprising:
when the data of the selected object is not included in the physical table, acquiring data corresponding to a metadata item from a second data source according to the metadata item corresponding to the field in the form;
loading the acquired data corresponding to the metadata item into the form;
and the second data source stores data corresponding to the metadata item.
3. The data loading method of claim 2, further comprising:
in response to a store operation, saving data of the selected object to the physical table.
4. The data loading method of claim 1, further comprising:
and after the acquired data of the selected object is loaded into the form, when the fact that modification operation is executed on the data loaded into the form is detected, updating the data of the selected object in the physical table according to the data modified by the modification operation.
5. The data loading method of claim 1, further comprising:
and after the form corresponding to the form control is presented, when the field in the form is detected to be modified, obtaining an updated form according to the modified field, and taking the updated form as the form corresponding to the form control.
6. The data loading method of claim 1, further comprising: generating the form control in the following way:
acquiring the selected metadata item;
generating a form according to the fields of the selected metadata items, wherein the form comprises the fields corresponding to the metadata items;
and generating a form control corresponding to the form according to the form control generating instruction.
7. A data loading apparatus, comprising:
the presentation unit is suitable for presenting a form corresponding to the form control when the trigger operation of the form control is detected;
the judging unit is suitable for judging whether data of a selected object is included in a physical table generated aiming at the form control and stored in a first data source, wherein the selected object is input before or after the form control is triggered, and the physical table stored in the first data source comprises the latest data of each selected object obtained after the form control is triggered historically;
an obtaining unit adapted to obtain data of the selected object from the physical table when the data of the selected object is included in the physical table;
and the loading unit is suitable for loading the acquired data of the selected object into the form.
8. A computing device comprising a memory and a processor, the memory having stored thereon a computer program operable on the processor, wherein the processor, when executing the computer program, performs the steps of the data loading method of any of claims 1 to 6.
9. A computer-readable storage medium, being a non-volatile storage medium or a non-transitory storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, performs the steps of the data loading method according to any one of claims 1 to 6.
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